Today's hit games produce terabytes of data every day, but legacy data warehouses often cannot keep up with the volume and velocity of data being generated. With the popularity of multiplayer games and free to play monetization models, drawing insights from data has never been more valuable, but many game developers do not have data scientists on staff to help them draw insights that can improve user acquisition, level design, or monetization strategies.